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Fault detection and classification in kinematic chains by means of PCA extraction-reduction of features from thermographic images

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Fault detection and classification in kinematic chains by means of PCA extraction-reduction of features from thermographic images

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Osornio-Rios, RA.; Jaen-Cuellar, AY.; Alvarado-Hernandez, AI.; Zamudio-Ramírez, I.; Cruz-Albarran, IA.; Antonino Daviu, JA. (2022). Fault detection and classification in kinematic chains by means of PCA extraction-reduction of features from thermographic images. Measurement. 197:1-9. https://doi.org/10.1016/j.measurement.2022.111340

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/194997

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Título: Fault detection and classification in kinematic chains by means of PCA extraction-reduction of features from thermographic images
Autor: Osornio-Rios, Roque Alfredo Jaen-Cuellar, Arturo Yosimar Alvarado-Hernandez, Alvaro Ivan Zamudio-Ramírez, Israel Cruz-Albarran, Irving Armando Antonino Daviu, José Alfonso
Entidad UPV: Universitat Politècnica de València. Escuela Técnica Superior de Ingenieros Industriales - Escola Tècnica Superior d'Enginyers Industrials
Fecha difusión:
Resumen:
[EN] Kinematic chains are essential elements configurable in different topologies according to the requirements of industry. Their main components are the rotating machines and mechanical parts in which diverse faults can ...[+]
Palabras clave: Artificial neural networks , Image processing , Infrared imaging , Rotating machines , Statistical analysis
Derechos de uso: Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
Fuente:
Measurement. (issn: 0263-2241 )
DOI: 10.1016/j.measurement.2022.111340
Editorial:
Elsevier
Versión del editor: https://doi.org/10.1016/j.measurement.2022.111340
Código del Proyecto:
info:eu-repo/grantAgreement/CONACYT//2019-000037-02NACF/
Agradecimientos:
The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Israel Zamudio-Ramirez reports financial support was provided by National Council on ...[+]
Tipo: Artículo

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